THE PRACTICAL GUIDES
Plan a first AI pilot with a clear handover
A useful pilot answers a specific question: can this approach improve this workflow under the conditions your team actually works in? Define that question before selecting tools or commissioning a build.
Write a one-page pilot brief
Name the workflow, its owner, the users and the systems involved. Record a baseline such as handling time, correction effort or completion rate. Describe the proposed change and decide which parts stay under human control. List the cases the pilot will not attempt to handle.
Agree the evaluation before the demonstration
Choose a representative set of examples, including difficult or incomplete inputs. Decide how outputs will be reviewed and which failures require escalation. Include the time spent checking and correcting output when measuring the result. A fast answer that creates substantial rework may not improve the process.
Make operating responsibilities explicit
- Who approves access to systems and data?
- Who checks outputs and handles exceptions?
- Who tracks operating costs and sets usage limits?
- Who maintains integrations and responds when a service changes?
- Who can pause the system and restore the previous workflow?
These questions help define the scope of delivery. A consultant’s governance service label alone does not establish which controls are included in your proposal.
Ask for a handover you can use
Request documentation, configuration and access arrangements, a walkthrough for the people operating the system, and a clear support period. Specify which changes the team can make independently and which need engineering support. Record outstanding limitations alongside successful results.
Decide whether to stop, revise or expand
Compare the pilot against its original measures. Identify whether weak results come from the approach, data quality, workflow design or adoption. Expansion should have its own scope and decision rather than following automatically from a successful demonstration.
As examples of published service pathways, ExpandIQ describes a proof-of-value starting point and AAHB Rewired describes preparation, piloting and scaling. Confirm deliverables directly; these descriptions are operator claims. Browse strategy, implementation and training providers for the capabilities your pilot needs.
Editorial guidance with linked sources. Reviewed 2026-09-19.